Framework Orchestrator

关于

Framework Orchestrator acts as an AI project manager that guides developers through the entire software development lifecycle by identifying project complexity patterns and recommending the optimal sequence of methodologies. It analyzes whether a task is a simple feature enhancement, a new product build, or a complex AI-native system to ensure the right frameworks—ranging from discovery and architecture to deployment—are activated at the correct time. By enforcing phase-gate validation and coordinating specialized skills like security architecture or quality assurance, it minimizes technical debt and prevents the risks associated with skipped project phases.

主要功能

• Adapts orchestration plans based on evolving project requirements
• Recommends optimal framework sequences based on project classification
• Identifies project complexity patterns (Simple, New Product, or AI-Native)
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• Coordinates the activation of specialized skills at appropriate lifecycle stages
• Enforces phase-gate validation criteria for project progression

使用场景

• Ensuring systematic validation when transitioning between project phases like design and development
• Managing the complex orchestration of multi-agent AI systems and RAG architectures
• Starting a new project and needing guidance on the optimal methodology roadmap